Habitat Suitability Report

Inputs

• Species: White shark (Carcharodon carcharias)
• Thinning: Thinned satellite data (PSAT and SPOT)
• Ratio: 1:2 observation:pseudo-absence ratio
• Spatial extent: Cropped to 750 m isobath
• Covariates used: all covariates (u and v become vel_mag)
• Metrics: evaluated using all metrics

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	accuracy	roc_auc	boyce_cont	brier_class	tss_max
rf	0.9588859	0.9897650	0.9446056	0.0481941	0.9441091
bt	0.9270557	0.9691200	0.8657089	0.0872998	0.8524077
maxnet	0.6777188	0.7700266	0.9644749	0.2048399	0.4416716
gam	0.7122016	0.7752435	0.9588057	0.1744945	0.4273967
glm	0.6750663	0.7430912	0.8153274	0.1864318	0.4406696

Variable Importance

Partial Dependence